21 citations · 96 across the 24 of their papers we have counts for
3 papers · 1 filter
An Exact Distributed Newton Method for Reinforcement Learning
Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie
In this paper, we propose a distributed second- order method for reinforcement learning. Our approach is the fastest in literature so-far as it outperforms state-of-the-art methods…
Distributed SDDM Solvers: Theory & Applications
Rasul Tutunov, Haitham Bou-Ammar, Ali Jadbabaie
In this paper, we propose distributed solvers for systems of linear equations given by symmetric diagonally dominant M-matrices based on the parallel solver of Spielman and Peng. W…
Fast, Accurate Second Order Methods for Network Optimization
Rasul Tutunov, Haitham Bou Ammar, Ali Jadbabaie
Dual descent methods are commonly used to solve network flow optimization problems, since their implementation can be distributed over the network. These algorithms, however, often…